Dataset statistics
| Number of variables | 13 |
|---|---|
| Number of observations | 14244 |
| Missing cells | 2396 |
| Missing cells (%) | 1.3% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.4 MiB |
| Average record size in memory | 104.0 B |
Variable types
| DateTime | 1 |
|---|---|
| Numeric | 12 |
flow_avg is highly overall correlated with flow_max and 4 other fields | High correlation |
flow_max is highly overall correlated with flow_avg and 4 other fields | High correlation |
flow_min is highly overall correlated with flow_avg and 4 other fields | High correlation |
level_avg is highly overall correlated with flow_avg and 4 other fields | High correlation |
level_max is highly overall correlated with flow_avg and 4 other fields | High correlation |
level_min is highly overall correlated with flow_avg and 4 other fields | High correlation |
water_temp_avg is highly overall correlated with water_temp_max and 1 other fields | High correlation |
water_temp_max is highly overall correlated with water_temp_avg and 1 other fields | High correlation |
water_temp_min is highly overall correlated with water_temp_avg and 1 other fields | High correlation |
concent_solids has 230 (1.6%) missing values | Missing |
water_temp_avg has 722 (5.1%) missing values | Missing |
water_temp_max has 722 (5.1%) missing values | Missing |
water_temp_min has 722 (5.1%) missing values | Missing |
date has unique values | Unique |
Reproduction
| Analysis started | 2025-02-20 14:57:51.795653 |
|---|---|
| Analysis finished | 2025-02-20 14:57:58.468305 |
| Duration | 6.67 seconds |
| Software version | ydata-profiling vv4.9.0 |
| Download configuration | config.json |
date
Date
UNIQUE 
| Distinct | 14244 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 222.6 KiB |
| Minimum | 1985-01-01 00:00:00 |
|---|---|
| Maximum | 2023-12-31 00:00:00 |
flow_avg
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 1117 |
|---|---|
| Distinct (%) | 7.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 62.692099 |
| Minimum | 9.06 |
|---|---|
| Maximum | 926 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 222.6 KiB |
Quantile statistics
| Minimum | 9.06 |
|---|---|
| 5-th percentile | 20.4 |
| Q1 | 31.8 |
| median | 49.7 |
| Q3 | 76.6 |
| 95-th percentile | 149 |
| Maximum | 926 |
| Range | 916.94 |
| Interquartile range (IQR) | 44.8 |
Descriptive statistics
| Standard deviation | 50.042658 |
|---|---|
| Coefficient of variation (CV) | 0.7982291 |
| Kurtosis | 33.459985 |
| Mean | 62.692099 |
| Median Absolute Deviation (MAD) | 20.6 |
| Skewness | 4.0447695 |
| Sum | 892986.26 |
| Variance | 2504.2676 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 104 | 48 | 0.3% |
| 107 | 47 | 0.3% |
| 101 | 43 | 0.3% |
| 102 | 42 | 0.3% |
| 28.6 | 41 | 0.3% |
| 109 | 40 | 0.3% |
| 106 | 39 | 0.3% |
| 105 | 39 | 0.3% |
| 26 | 38 | 0.3% |
| 103 | 37 | 0.3% |
| Other values (1107) | 13830 |
| Value | Count | Frequency (%) |
| 9.06 | 1 | < 0.1% |
| 10.5 | 1 | < 0.1% |
| 11.5 | 1 | < 0.1% |
| 11.7 | 1 | < 0.1% |
| 13 | 1 | < 0.1% |
| 13.3 | 1 | < 0.1% |
| 13.6 | 1 | < 0.1% |
| 13.7 | 1 | < 0.1% |
| 13.9 | 3 | |
| 14.1 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 926 | 1 | |
| 786 | 1 | |
| 767 | 1 | |
| 757 | 1 | |
| 747 | 1 | |
| 717 | 1 | |
| 707 | 1 | |
| 648 | 1 | |
| 568 | 1 | |
| 561 | 1 |
flow_max
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 1156 |
|---|---|
| Distinct (%) | 8.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 73.704325 |
| Minimum | 11.8 |
|---|---|
| Maximum | 1050 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 222.6 KiB |
Quantile statistics
| Minimum | 11.8 |
|---|---|
| 5-th percentile | 23.1 |
| Q1 | 38.6 |
| median | 58.45 |
| Q3 | 88.1 |
| 95-th percentile | 177 |
| Maximum | 1050 |
| Range | 1038.2 |
| Interquartile range (IQR) | 49.5 |
Descriptive statistics
| Standard deviation | 59.017005 |
|---|---|
| Coefficient of variation (CV) | 0.80072648 |
| Kurtosis | 29.528257 |
| Mean | 73.704325 |
| Median Absolute Deviation (MAD) | 23.15 |
| Skewness | 3.9029255 |
| Sum | 1049844.4 |
| Variance | 3483.0068 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 107 | 68 | 0.5% |
| 103 | 64 | 0.4% |
| 101 | 61 | 0.4% |
| 102 | 60 | 0.4% |
| 105 | 57 | 0.4% |
| 111 | 54 | 0.4% |
| 108 | 54 | 0.4% |
| 106 | 53 | 0.4% |
| 110 | 47 | 0.3% |
| 104 | 46 | 0.3% |
| Other values (1146) | 13680 |
| Value | Count | Frequency (%) |
| 11.8 | 1 | < 0.1% |
| 14.5 | 1 | < 0.1% |
| 14.7 | 2 | < 0.1% |
| 14.8 | 1 | < 0.1% |
| 14.9 | 1 | < 0.1% |
| 15 | 2 | < 0.1% |
| 15.1 | 5 | |
| 15.2 | 4 | |
| 15.3 | 4 | |
| 15.4 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 1050 | 1 | |
| 912 | 1 | |
| 830 | 1 | |
| 827 | 1 | |
| 814 | 1 | |
| 766 | 1 | |
| 761 | 1 | |
| 758 | 1 | |
| 715 | 1 | |
| 709 | 1 |
flow_min
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 1102 |
|---|---|
| Distinct (%) | 7.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 52.726115 |
| Minimum | 6.02 |
|---|---|
| Maximum | 809 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 222.6 KiB |
Quantile statistics
| Minimum | 6.02 |
|---|---|
| 5-th percentile | 18 |
| Q1 | 26.2 |
| median | 40.7 |
| Q3 | 65.4 |
| 95-th percentile | 124 |
| Maximum | 809 |
| Range | 802.98 |
| Interquartile range (IQR) | 39.2 |
Descriptive statistics
| Standard deviation | 42.688642 |
|---|---|
| Coefficient of variation (CV) | 0.80962996 |
| Kurtosis | 38.325011 |
| Mean | 52.726115 |
| Median Absolute Deviation (MAD) | 16.9 |
| Skewness | 4.2311651 |
| Sum | 751030.78 |
| Variance | 1822.3202 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 23 | 68 | 0.5% |
| 25 | 50 | 0.4% |
| 23.6 | 50 | 0.4% |
| 22.8 | 49 | 0.3% |
| 24.3 | 49 | 0.3% |
| 24.1 | 49 | 0.3% |
| 24.8 | 46 | 0.3% |
| 25.5 | 46 | 0.3% |
| 21.2 | 45 | 0.3% |
| 22.1 | 45 | 0.3% |
| Other values (1092) | 13747 |
| Value | Count | Frequency (%) |
| 6.02 | 1 | |
| 6.49 | 1 | |
| 7.62 | 1 | |
| 7.66 | 1 | |
| 8.07 | 1 | |
| 8.65 | 1 | |
| 8.85 | 1 | |
| 8.9 | 1 | |
| 9.15 | 1 | |
| 9.23 | 1 |
| Value | Count | Frequency (%) |
| 809 | 1 | |
| 751 | 1 | |
| 733 | 1 | |
| 713 | 1 | |
| 649 | 1 | |
| 634 | 1 | |
| 521 | 1 | |
| 505 | 1 | |
| 502 | 1 | |
| 475 | 1 |
level_avg
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 268 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 84.802373 |
| Minimum | 19 |
|---|---|
| Maximum | 495 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 222.6 KiB |
Quantile statistics
| Minimum | 19 |
|---|---|
| 5-th percentile | 42 |
| Q1 | 60 |
| median | 79 |
| Q3 | 100 |
| 95-th percentile | 149 |
| Maximum | 495 |
| Range | 476 |
| Interquartile range (IQR) | 40 |
Descriptive statistics
| Standard deviation | 35.857536 |
|---|---|
| Coefficient of variation (CV) | 0.42283647 |
| Kurtosis | 9.8565196 |
| Mean | 84.802373 |
| Median Absolute Deviation (MAD) | 20 |
| Skewness | 2.0714917 |
| Sum | 1207925 |
| Variance | 1285.7629 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 59 | 214 | 1.5% |
| 58 | 212 | 1.5% |
| 75 | 211 | 1.5% |
| 74 | 209 | 1.5% |
| 72 | 208 | 1.5% |
| 79 | 202 | 1.4% |
| 55 | 202 | 1.4% |
| 86 | 201 | 1.4% |
| 54 | 197 | 1.4% |
| 87 | 197 | 1.4% |
| Other values (258) | 12191 |
| Value | Count | Frequency (%) |
| 19 | 1 | < 0.1% |
| 22 | 1 | < 0.1% |
| 24 | 1 | < 0.1% |
| 25 | 1 | < 0.1% |
| 27 | 9 | |
| 28 | 7 | |
| 29 | 11 | |
| 30 | 12 | |
| 31 | 7 | |
| 32 | 15 |
| Value | Count | Frequency (%) |
| 495 | 1 | |
| 450 | 1 | |
| 442 | 1 | |
| 432 | 1 | |
| 430 | 1 | |
| 414 | 2 | |
| 387 | 1 | |
| 352 | 1 | |
| 350 | 1 | |
| 343 | 1 |
level_max
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 288 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 93.586633 |
| Minimum | 25 |
|---|---|
| Maximum | 542 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 222.6 KiB |
Quantile statistics
| Minimum | 25 |
|---|---|
| 5-th percentile | 48 |
| Q1 | 68 |
| median | 87 |
| Q3 | 108 |
| 95-th percentile | 165 |
| Maximum | 542 |
| Range | 517 |
| Interquartile range (IQR) | 40 |
Descriptive statistics
| Standard deviation | 39.50154 |
|---|---|
| Coefficient of variation (CV) | 0.42208528 |
| Kurtosis | 10.172091 |
| Mean | 93.586633 |
| Median Absolute Deviation (MAD) | 20 |
| Skewness | 2.1956188 |
| Sum | 1333048 |
| Variance | 1560.3717 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 80 | 228 | 1.6% |
| 82 | 218 | 1.5% |
| 91 | 215 | 1.5% |
| 90 | 211 | 1.5% |
| 88 | 206 | 1.4% |
| 84 | 206 | 1.4% |
| 87 | 205 | 1.4% |
| 70 | 200 | 1.4% |
| 85 | 199 | 1.4% |
| 74 | 194 | 1.4% |
| Other values (278) | 12162 |
| Value | Count | Frequency (%) |
| 25 | 1 | < 0.1% |
| 28 | 6 | < 0.1% |
| 29 | 3 | < 0.1% |
| 30 | 4 | < 0.1% |
| 31 | 9 | 0.1% |
| 32 | 7 | < 0.1% |
| 33 | 17 | |
| 34 | 18 | |
| 35 | 26 | |
| 36 | 39 |
| Value | Count | Frequency (%) |
| 542 | 1 | |
| 491 | 1 | |
| 469 | 1 | |
| 467 | 1 | |
| 453 | 1 | |
| 439 | 1 | |
| 436 | 1 | |
| 432 | 1 | |
| 414 | 1 | |
| 411 | 1 |
level_min
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 249 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 76.510601 |
| Minimum | 11 |
|---|---|
| Maximum | 451 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 222.6 KiB |
Quantile statistics
| Minimum | 11 |
|---|---|
| 5-th percentile | 37 |
| Q1 | 53 |
| median | 71 |
| Q3 | 92 |
| 95-th percentile | 135 |
| Maximum | 451 |
| Range | 440 |
| Interquartile range (IQR) | 39 |
Descriptive statistics
| Standard deviation | 33.055575 |
|---|---|
| Coefficient of variation (CV) | 0.43203915 |
| Kurtosis | 9.2296606 |
| Mean | 76.510601 |
| Median Absolute Deviation (MAD) | 19 |
| Skewness | 1.950734 |
| Sum | 1089817 |
| Variance | 1092.671 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 48 | 253 | 1.8% |
| 52 | 244 | 1.7% |
| 46 | 240 | 1.7% |
| 51 | 234 | 1.6% |
| 56 | 233 | 1.6% |
| 47 | 233 | 1.6% |
| 53 | 232 | 1.6% |
| 54 | 226 | 1.6% |
| 55 | 224 | 1.6% |
| 49 | 217 | 1.5% |
| Other values (239) | 11908 |
| Value | Count | Frequency (%) |
| 11 | 1 | < 0.1% |
| 13 | 1 | < 0.1% |
| 15 | 1 | < 0.1% |
| 16 | 1 | < 0.1% |
| 17 | 1 | < 0.1% |
| 19 | 3 | |
| 20 | 3 | |
| 21 | 1 | < 0.1% |
| 22 | 3 | |
| 23 | 7 |
| Value | Count | Frequency (%) |
| 451 | 1 | |
| 434 | 1 | |
| 425 | 1 | |
| 413 | 1 | |
| 389 | 1 | |
| 380 | 1 | |
| 334 | 1 | |
| 326 | 1 | |
| 324 | 1 | |
| 312 | 1 |
concent_solids
Real number (ℝ)
MISSING 
| Distinct | 3929 |
|---|---|
| Distinct (%) | 28.0% |
| Missing | 230 |
| Missing (%) | 1.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.621997 |
| Minimum | 0.35 |
|---|---|
| Maximum | 1292.14 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 222.6 KiB |
Quantile statistics
| Minimum | 0.35 |
|---|---|
| 5-th percentile | 2.7165 |
| Q1 | 6.7 |
| median | 11 |
| Q3 | 17.7575 |
| 95-th percentile | 51.2105 |
| Maximum | 1292.14 |
| Range | 1291.79 |
| Interquartile range (IQR) | 11.0575 |
Descriptive statistics
| Standard deviation | 39.882114 |
|---|---|
| Coefficient of variation (CV) | 2.1416668 |
| Kurtosis | 224.74159 |
| Mean | 18.621997 |
| Median Absolute Deviation (MAD) | 5.03 |
| Skewness | 12.196003 |
| Sum | 260968.67 |
| Variance | 1590.583 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 45 | 0.3% |
| 4.44 | 25 | 0.2% |
| 7 | 21 | 0.1% |
| 12 | 21 | 0.1% |
| 8.43 | 20 | 0.1% |
| 7.05 | 20 | 0.1% |
| 9.96 | 18 | 0.1% |
| 4.82 | 18 | 0.1% |
| 8 | 18 | 0.1% |
| 11 | 18 | 0.1% |
| Other values (3919) | 13790 | |
| (Missing) | 230 | 1.6% |
| Value | Count | Frequency (%) |
| 0.35 | 1 | < 0.1% |
| 0.42 | 1 | < 0.1% |
| 0.45 | 1 | < 0.1% |
| 0.46 | 4 | |
| 0.48 | 2 | |
| 0.49 | 3 | |
| 0.5 | 2 | |
| 0.51 | 1 | < 0.1% |
| 0.52 | 1 | < 0.1% |
| 0.53 | 3 |
| Value | Count | Frequency (%) |
| 1292.14 | 1 | |
| 992.69 | 1 | |
| 885.4 | 1 | |
| 862.21 | 1 | |
| 847.2 | 1 | |
| 755.56 | 1 | |
| 744.36 | 1 | |
| 713.79 | 1 | |
| 700.65 | 1 | |
| 693.32 | 1 |
water_temp_avg
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 216 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 722 |
| Missing (%) | 5.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.967135 |
| Minimum | 0.2 |
|---|---|
| Maximum | 21.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 222.6 KiB |
Quantile statistics
| Minimum | 0.2 |
|---|---|
| 5-th percentile | 3.2 |
| Q1 | 5.5 |
| median | 9.7 |
| Q3 | 14.2 |
| 95-th percentile | 17.7 |
| Maximum | 21.8 |
| Range | 21.6 |
| Interquartile range (IQR) | 8.7 |
Descriptive statistics
| Standard deviation | 4.859061 |
|---|---|
| Coefficient of variation (CV) | 0.48750829 |
| Kurtosis | -1.1640994 |
| Mean | 9.967135 |
| Median Absolute Deviation (MAD) | 4.3 |
| Skewness | 0.16769617 |
| Sum | 134775.6 |
| Variance | 23.610474 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4.2 | 205 | 1.4% |
| 5 | 172 | 1.2% |
| 4 | 157 | 1.1% |
| 5.2 | 152 | 1.1% |
| 4.4 | 149 | 1.0% |
| 5.8 | 145 | 1.0% |
| 4.6 | 145 | 1.0% |
| 4.8 | 142 | 1.0% |
| 6.2 | 137 | 1.0% |
| 3.8 | 136 | 1.0% |
| Other values (206) | 11982 | |
| (Missing) | 722 | 5.1% |
| Value | Count | Frequency (%) |
| 0.2 | 1 | < 0.1% |
| 0.3 | 3 | < 0.1% |
| 0.4 | 2 | < 0.1% |
| 0.6 | 1 | < 0.1% |
| 0.7 | 1 | < 0.1% |
| 0.8 | 6 | |
| 0.9 | 6 | |
| 1 | 10 | |
| 1.1 | 9 | |
| 1.2 | 11 |
| Value | Count | Frequency (%) |
| 21.8 | 1 | < 0.1% |
| 21.7 | 3 | |
| 21.6 | 1 | < 0.1% |
| 21.5 | 3 | |
| 21.4 | 3 | |
| 21.3 | 1 | < 0.1% |
| 21.2 | 6 | |
| 21.1 | 5 | |
| 21 | 4 | |
| 20.9 | 3 |
water_temp_max
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 220 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 722 |
| Missing (%) | 5.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.278849 |
| Minimum | 0.5 |
|---|---|
| Maximum | 22.4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 222.6 KiB |
Quantile statistics
| Minimum | 0.5 |
|---|---|
| 5-th percentile | 3.3 |
| Q1 | 5.8 |
| median | 10 |
| Q3 | 14.5 |
| 95-th percentile | 18.3 |
| Maximum | 22.4 |
| Range | 21.9 |
| Interquartile range (IQR) | 8.7 |
Descriptive statistics
| Standard deviation | 4.9867413 |
|---|---|
| Coefficient of variation (CV) | 0.48514587 |
| Kurtosis | -1.1379955 |
| Mean | 10.278849 |
| Median Absolute Deviation (MAD) | 4.3 |
| Skewness | 0.18518921 |
| Sum | 138990.6 |
| Variance | 24.867589 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4.2 | 192 | 1.3% |
| 5 | 170 | 1.2% |
| 4.8 | 166 | 1.2% |
| 5.2 | 161 | 1.1% |
| 6 | 152 | 1.1% |
| 4.4 | 149 | 1.0% |
| 6.2 | 148 | 1.0% |
| 5.8 | 147 | 1.0% |
| 4.6 | 142 | 1.0% |
| 4 | 141 | 1.0% |
| Other values (210) | 11954 | |
| (Missing) | 722 | 5.1% |
| Value | Count | Frequency (%) |
| 0.5 | 3 | < 0.1% |
| 0.6 | 1 | < 0.1% |
| 0.7 | 1 | < 0.1% |
| 0.8 | 4 | < 0.1% |
| 0.9 | 1 | < 0.1% |
| 1 | 8 | |
| 1.1 | 6 | |
| 1.2 | 11 | |
| 1.3 | 4 | < 0.1% |
| 1.4 | 13 |
| Value | Count | Frequency (%) |
| 22.4 | 1 | < 0.1% |
| 22.3 | 2 | < 0.1% |
| 22.2 | 2 | < 0.1% |
| 22.1 | 2 | < 0.1% |
| 22 | 2 | < 0.1% |
| 21.9 | 2 | < 0.1% |
| 21.8 | 3 | |
| 21.7 | 4 | |
| 21.6 | 4 | |
| 21.5 | 6 |
water_temp_min
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 213 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 722 |
| Missing (%) | 5.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.6619287 |
| Minimum | -0.1 |
|---|---|
| Maximum | 21.4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 2 |
| Negative (%) | < 0.1% |
| Memory size | 222.6 KiB |
Quantile statistics
| Minimum | -0.1 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 5.3 |
| median | 9.4 |
| Q3 | 13.8 |
| 95-th percentile | 17.195 |
| Maximum | 21.4 |
| Range | 21.5 |
| Interquartile range (IQR) | 8.5 |
Descriptive statistics
| Standard deviation | 4.7583886 |
|---|---|
| Coefficient of variation (CV) | 0.49248848 |
| Kurtosis | -1.166763 |
| Mean | 9.6619287 |
| Median Absolute Deviation (MAD) | 4.2 |
| Skewness | 0.1635044 |
| Sum | 130648.6 |
| Variance | 22.642262 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4.2 | 213 | 1.5% |
| 4 | 175 | 1.2% |
| 5 | 169 | 1.2% |
| 3.8 | 154 | 1.1% |
| 4.8 | 151 | 1.1% |
| 4.4 | 148 | 1.0% |
| 14.8 | 146 | 1.0% |
| 6 | 144 | 1.0% |
| 5.2 | 140 | 1.0% |
| 5.6 | 140 | 1.0% |
| Other values (203) | 11942 | |
| (Missing) | 722 | 5.1% |
| Value | Count | Frequency (%) |
| -0.1 | 2 | < 0.1% |
| 0.1 | 2 | < 0.1% |
| 0.2 | 3 | |
| 0.3 | 1 | < 0.1% |
| 0.4 | 2 | < 0.1% |
| 0.5 | 4 | |
| 0.6 | 5 | |
| 0.7 | 3 | |
| 0.8 | 6 | |
| 0.9 | 6 |
| Value | Count | Frequency (%) |
| 21.4 | 3 | < 0.1% |
| 21.2 | 6 | |
| 21.1 | 1 | < 0.1% |
| 21 | 4 | |
| 20.9 | 2 | < 0.1% |
| 20.8 | 2 | < 0.1% |
| 20.6 | 5 | |
| 20.5 | 4 | |
| 20.4 | 8 | |
| 20.3 | 3 | < 0.1% |
year
Real number (ℝ)
| Distinct | 39 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2004 |
| Minimum | 1985 |
|---|---|
| Maximum | 2023 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 166.9 KiB |
Quantile statistics
| Minimum | 1985 |
|---|---|
| 5-th percentile | 1986 |
| Q1 | 1994 |
| median | 2004 |
| Q3 | 2014 |
| 95-th percentile | 2022 |
| Maximum | 2023 |
| Range | 38 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 11.254462 |
|---|---|
| Coefficient of variation (CV) | 0.0056159992 |
| Kurtosis | -1.2015639 |
| Mean | 2004 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 0 |
| Sum | 28544976 |
| Variance | 126.66292 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 2004 | 366 | 2.6% |
| 1992 | 366 | 2.6% |
| 2012 | 366 | 2.6% |
| 2000 | 366 | 2.6% |
| 1996 | 366 | 2.6% |
| 2016 | 366 | 2.6% |
| 2020 | 366 | 2.6% |
| 1988 | 366 | 2.6% |
| 2008 | 366 | 2.6% |
| 2019 | 365 | 2.6% |
| Other values (29) | 10585 |
| Value | Count | Frequency (%) |
| 1985 | 365 | |
| 1986 | 365 | |
| 1987 | 365 | |
| 1988 | 366 | |
| 1989 | 365 | |
| 1990 | 365 | |
| 1991 | 365 | |
| 1992 | 366 | |
| 1993 | 365 | |
| 1994 | 365 |
| Value | Count | Frequency (%) |
| 2023 | 365 | |
| 2022 | 365 | |
| 2021 | 365 | |
| 2020 | 366 | |
| 2019 | 365 | |
| 2018 | 365 | |
| 2017 | 365 | |
| 2016 | 366 | |
| 2015 | 365 | |
| 2014 | 365 |
month
Real number (ℝ)
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.5231676 |
| Minimum | 1 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 166.9 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| median | 7 |
| Q3 | 10 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 3.4487589 |
|---|---|
| Coefficient of variation (CV) | 0.52869389 |
| Kurtosis | -1.2079823 |
| Mean | 6.5231676 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.0093842176 |
| Sum | 92916 |
| Variance | 11.893938 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 1209 | |
| 3 | 1209 | |
| 5 | 1209 | |
| 7 | 1209 | |
| 8 | 1209 | |
| 10 | 1209 | |
| 12 | 1209 | |
| 4 | 1170 | |
| 6 | 1170 | |
| 9 | 1170 | |
| Other values (2) | 2271 |
| Value | Count | Frequency (%) |
| 1 | 1209 | |
| 2 | 1101 | |
| 3 | 1209 | |
| 4 | 1170 | |
| 5 | 1209 | |
| 6 | 1170 | |
| 7 | 1209 | |
| 8 | 1209 | |
| 9 | 1170 | |
| 10 | 1209 |
| Value | Count | Frequency (%) |
| 12 | 1209 | |
| 11 | 1170 | |
| 10 | 1209 | |
| 9 | 1170 | |
| 8 | 1209 | |
| 7 | 1209 | |
| 6 | 1170 | |
| 5 | 1209 | |
| 4 | 1170 | |
| 3 | 1209 |
| concent_solids | flow_avg | flow_max | flow_min | level_avg | level_max | level_min | month | water_temp_avg | water_temp_max | water_temp_min | year | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| concent_solids | 1.000 | 0.439 | 0.457 | 0.403 | 0.325 | 0.352 | 0.282 | -0.052 | 0.104 | 0.104 | 0.105 | -0.185 |
| flow_avg | 0.439 | 1.000 | 0.984 | 0.977 | 0.899 | 0.906 | 0.849 | 0.020 | 0.282 | 0.284 | 0.279 | -0.026 |
| flow_max | 0.457 | 0.984 | 1.000 | 0.939 | 0.867 | 0.907 | 0.797 | 0.023 | 0.291 | 0.292 | 0.291 | -0.074 |
| flow_min | 0.403 | 0.977 | 0.939 | 1.000 | 0.901 | 0.882 | 0.893 | 0.014 | 0.265 | 0.270 | 0.261 | 0.027 |
| level_avg | 0.325 | 0.899 | 0.867 | 0.901 | 1.000 | 0.981 | 0.977 | 0.022 | 0.298 | 0.304 | 0.291 | 0.213 |
| level_max | 0.352 | 0.906 | 0.907 | 0.882 | 0.981 | 1.000 | 0.934 | 0.027 | 0.313 | 0.316 | 0.309 | 0.145 |
| level_min | 0.282 | 0.849 | 0.797 | 0.893 | 0.977 | 0.934 | 1.000 | 0.015 | 0.275 | 0.284 | 0.265 | 0.284 |
| month | -0.052 | 0.020 | 0.023 | 0.014 | 0.022 | 0.027 | 0.015 | 1.000 | 0.346 | 0.336 | 0.356 | 0.000 |
| water_temp_avg | 0.104 | 0.282 | 0.291 | 0.265 | 0.298 | 0.313 | 0.275 | 0.346 | 1.000 | 0.997 | 0.997 | 0.073 |
| water_temp_max | 0.104 | 0.284 | 0.292 | 0.270 | 0.304 | 0.316 | 0.284 | 0.336 | 0.997 | 1.000 | 0.988 | 0.123 |
| water_temp_min | 0.105 | 0.279 | 0.291 | 0.261 | 0.291 | 0.309 | 0.265 | 0.356 | 0.997 | 0.988 | 1.000 | 0.019 |
| year | -0.185 | -0.026 | -0.074 | 0.027 | 0.213 | 0.145 | 0.284 | 0.000 | 0.073 | 0.123 | 0.019 | 1.000 |
| date | flow_avg | flow_max | flow_min | level_avg | level_max | level_min | concent_solids | water_temp_avg | water_temp_max | water_temp_min | year | month | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9558 | 1985-01-01 | 18.0 | 19.9 | 16.8 | 38.0 | 41.0 | 36.0 | 5.31 | 3.8 | 3.8 | 3.8 | 1985 | 1 |
| 9559 | 1985-01-02 | 17.1 | 21.3 | 15.5 | 37.0 | 43.0 | 34.0 | 5.28 | 2.5 | 2.5 | 2.5 | 1985 | 1 |
| 9560 | 1985-01-03 | 24.1 | 32.4 | 20.6 | 47.0 | 57.0 | 42.0 | 5.54 | 2.4 | 2.4 | 2.4 | 1985 | 1 |
| 9561 | 1985-01-04 | 23.5 | 29.8 | 18.6 | 46.0 | 54.0 | 39.0 | 6.98 | 2.3 | 2.3 | 2.3 | 1985 | 1 |
| 9562 | 1985-01-05 | 23.7 | 36.8 | 20.6 | 46.0 | 62.0 | 42.0 | 8.54 | 2.1 | 2.1 | 2.1 | 1985 | 1 |
| 9563 | 1985-01-06 | 20.7 | 24.3 | 16.2 | 42.0 | 47.0 | 35.0 | 10.11 | 1.8 | 1.8 | 1.8 | 1985 | 1 |
| 9564 | 1985-01-07 | 19.7 | 27.3 | 16.2 | 40.0 | 51.0 | 35.0 | 11.68 | 1.1 | 1.1 | 1.1 | 1985 | 1 |
| 9565 | 1985-01-08 | 31.7 | 42.6 | 19.9 | 56.0 | 68.0 | 41.0 | 13.25 | 1.2 | 1.2 | 1.2 | 1985 | 1 |
| 9566 | 1985-01-09 | 39.5 | 50.6 | 33.3 | 65.0 | 76.0 | 58.0 | 14.82 | 1.2 | 1.2 | 1.2 | 1985 | 1 |
| 9567 | 1985-01-10 | 36.8 | 47.5 | 26.6 | 62.0 | 73.0 | 50.0 | 16.04 | 1.1 | 1.1 | 1.1 | 1985 | 1 |
| date | flow_avg | flow_max | flow_min | level_avg | level_max | level_min | concent_solids | water_temp_avg | water_temp_max | water_temp_min | year | month | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 23792 | 2023-12-22 | 152.0 | 193.0 | 101.0 | 169.0 | 193.0 | 138.0 | 11.69 | 5.8 | 6.0 | 5.6 | 2023 | 12 |
| 23793 | 2023-12-23 | 180.0 | 186.0 | 173.0 | 185.0 | 189.0 | 182.0 | 12.21 | 5.8 | 5.9 | 5.6 | 2023 | 12 |
| 23794 | 2023-12-24 | 167.0 | 179.0 | 149.0 | 178.0 | 185.0 | 168.0 | 11.05 | 5.9 | 6.2 | 5.7 | 2023 | 12 |
| 23795 | 2023-12-25 | 142.0 | 149.0 | 131.0 | 163.0 | 168.0 | 157.0 | 10.35 | 6.4 | 6.6 | 6.2 | 2023 | 12 |
| 23796 | 2023-12-26 | 128.0 | 133.0 | 122.0 | 155.0 | 158.0 | 151.0 | 9.99 | 5.9 | 6.4 | 5.7 | 2023 | 12 |
| 23797 | 2023-12-27 | 125.0 | 128.0 | 114.0 | 153.0 | 155.0 | 146.0 | 9.72 | 5.9 | 6.0 | 5.5 | 2023 | 12 |
| 23798 | 2023-12-28 | 122.0 | 130.0 | 112.0 | 151.0 | 156.0 | 145.0 | 9.56 | 5.3 | 5.6 | 5.1 | 2023 | 12 |
| 23799 | 2023-12-29 | 111.0 | 115.0 | 106.0 | 144.0 | 147.0 | 141.0 | 9.46 | 5.7 | 6.0 | 5.4 | 2023 | 12 |
| 23800 | 2023-12-30 | 107.0 | 114.0 | 91.9 | 142.0 | 146.0 | 131.0 | 9.40 | 6.0 | 6.2 | 5.7 | 2023 | 12 |
| 23801 | 2023-12-31 | 82.6 | 90.0 | 79.5 | 126.0 | 131.0 | 124.0 | 9.26 | 5.4 | 5.7 | 5.1 | 2023 | 12 |